Machine Learning Research at Apple

APRIL 23, 2024

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy.

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Analytics Vidhya

APRIL 23, 2024

KissanAI has made waves in the agricultural sector with the introduction of Dhenu Llama 3, a cutting-edge AI model tailored specifically for farmers. This innovative creation, fine-tuned on Meta’s Llama 3 8B architecture, promises enhanced capabilities and superior performance benchmarks. Let’s delve deeper into this innovative development.

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KDnuggets

APRIL 23, 2024

This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

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Analytics Vidhya

APRIL 23, 2024

Artificial Intelligence has significantly transformed our daily lives over the past years. It has become an indispensable cornerstone of modern society. From personalized recommendations to predictive analytics, AI has significantly influenced our interactions, decisions, and experiences. This article explores the evolving landscape of AI technology, focusing on the top five AI devices set to revolutionize […] The post Top 5 AI Devices to Use in 2024 appeared first on Analytics Vidhya.

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

databricks

APRIL 23, 2024

We're thrilled to announce the General Availability (GA) of Databricks Asset Bundles (DABs). With DABs you can easily bundle resources like jobs.

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Analytics Vidhya

APRIL 23, 2024

Alibaba, in collaboration with Nanyang Technological University and Singapore University of Technology and Design, unveils LLM-R2, an innovative system aimed at enhancing SQL query efficiency. The system incorporates a Large Language Model (LLM) to revolutionize query rewriting, significantly reducing execution times while maintaining accuracy and reliability.

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Analytics Vidhya

APRIL 23, 2024

Introduction As you may know, large language models (LLMs) are taking the world by storm, powering remarkable applications like ChatGPT, Bard, Mistral, and more. But have you ever wondered what fuels these robust AI systems? The answer lies in the vast datasets used to train them. Just like humans learn from exposure to information, LLMs […] The post 10 Open Source Datasets for LLM Training appeared first on Analytics Vidhya.

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databricks

APRIL 23, 2024

For a limited time, we're offering 50% off training and certification at Data + AI Summit with the following code: TRAIN50FOTY. This offer.

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Analytics Vidhya

APRIL 23, 2024

Apple has made yet another strategic move in the field of artificial intelligence (AI). The company has recently acquired Datakalab, a French startup specializing in AI compression and computer vision technology. The deal, finalized in December, signals Apple’s commitment to enhancing its on-device AI capabilities. Let’s delve into the details of this acquisition and its […] The post Apple Boosts AI Capabilities with Acquisition of French Startup appeared first on Analytics Vid

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KDnuggets

APRIL 23, 2024

Looking to level up your Python skills and ace coding interviews? Start practicing today on these platforms.

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Analytics Vidhya

APRIL 23, 2024

Microsoft has unveiled its latest innovation in artificial intelligence (AI), the Phi-3 Mini. This new model challenges the notion that bigger is always better in AI models. This compact yet powerful model promises to revolutionize the field with its efficiency and accessibility. Let’s explore its features and capabilities. Also Read: Alibaba’s LLM-R2: Revolutionizing SQL Query […] The post Microsoft’s Phi-3 Mini: The New Era of Compact AI Models appeared first on Analytics Vid

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Machine Learning Research at Apple

APRIL 23, 2024

On-device machine learning (ML) moves computation from the cloud to personal devices, protecting user privacy and enabling intelligent user experiences. However, fitting models on devices with limited resources presents a major technical challenge: practitioners need to optimize models and balance hardware metrics such as model size, latency, and power.

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Analytics Vidhya

APRIL 23, 2024

Adobe introduced its latest iteration of AI image generation, the Firefly Image 3, during the MAX London Creativity Conference. This new model promises significant advancements in photorealism, control, and efficiency. It offers creators enhanced tools to bring their visions to life. Let’s delve into the features and capabilities of this cutting-edge technology.

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Data Science Dojo

APRIL 23, 2024

7B refers to a specific model size for large language models (LLMs) consisting of seven billion parameters. With the growing importance of LLMs, there are several options in the market. Each option has a particular model size, providing a wide range of choices to users. However, in this blog we will explore two LLMs of 7B – Mistral 7B and Llama-2 7B, navigating the differences and similarities between the two options.

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Analytics Vidhya

APRIL 23, 2024

Introduction As someone deeply immersed in the world of artificial intelligence, I’ve seen firsthand how fine-tuning revolutionizes pre-trained large language models (LLMs). Bridging the gap between general AI training and specific tasks sparked my interest in exploring fine-tuning. Fine-tuning is like specializing in a field after getting a broad education.

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Hacker News

APRIL 23, 2024

April 21, 2024 The topic for this issue focuses on portfolio management in an era of less structural disinflation, and more broadly how a portfolio can be improved relative to the basic 60/40 portfolio.

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Analytics Vidhya

APRIL 23, 2024

Introduction Apache Airflow is a powerful platform that revolutionizes the management and execution of Extracting, Transforming, and Loading (ETL) data processes. It offers a scalable and extensible solution for automating complex workflows, automating repetitive tasks, and monitoring data pipelines. This article explores the intricacies of automating ETL pipelines using Apache Airflow on AWS EC2.

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Hacker News

APRIL 23, 2024

This is the story of how Google Search died, and the people responsible for killing it. The story begins on February 5th 2019, when Ben Gomes, Google’s head of search, had a problem.

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Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Analytics Vidhya

APRIL 23, 2024

Enhance your creative process with generative AI tools. Discover how these advanced tools can assist you in increasing your productivity.

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Hacker News

APRIL 23, 2024

Taiwan Semiconductor Manufacturing Company (TSMC) was slated to open a plant in Phoenix, Arizona in 2024. It aimed to bring thousands jobs, but the expansion hasn’t taken off.

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Machine Learning Research at Apple

APRIL 23, 2024

Neural knowledge-to-text generation models often struggle to faithfully generate descriptions for the input facts: they may produce hallucinations that contradict the given facts, or describe facts not present in the input. To reduce hallucinations, we propose a novel decoding method, TWEAK (Think While Effectively Articulating Knowledge). TWEAK treats the generated sequences at each decoding step and its future sequences as hypotheses, and ranks each generation candidate based on how well their

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Hacker News

APRIL 23, 2024

Google is delaying the end of third-party cookies in its Chrome browser — again. In other unsurprising developments, water remains wet. The announcement was made on Tuesday ahead of quarterly reports from Google and the ever-watchful U.K. Competition and Markets Authority (CMA), keeping tabs on how this whole situation unfolds. “We recognize that there are ongoing challenges related to reconciling divergent feedback from the industry, regulators and developers, and will continue to engage closel

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

KDnuggets

APRIL 23, 2024

Learn about the growing demand for data scientists in the year 2024.

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Hacker News

APRIL 23, 2024

AI is a hot topic and Intel doesn't want to be left out, so their Meteor Lake mobile processor integrates a Neural Processing Unit (NPU). Intel internally refers to the NPU as "NPU 3720", though I haven't seen that name used in marketing materials.

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Machine Learning Research at Apple

APRIL 23, 2024

Understanding human motion from video is crucial for applications such as pose estimation, mesh recovery, and action recognition. While state-of-the-art methods predominantly rely on Transformer-based architectures, these approaches have limitations in practical scenarios. They are notably slower when processing a continuous stream of video frames in real time and do not adapt to new frame rates.

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Hacker News

APRIL 23, 2024

Mercedes unveiled its 2025 electric G-Class tonight – which it’s calling the “G580 with EQ technology” – in Beverly Hills, CA, and we’re here at the reveal with all the details.

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Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Dataconomy

APRIL 23, 2024

For some time, there have been whispers that Google might introduce a fee for AI-enhanced search results, particularly through a proposed premium search service that incorporates generative AI. The future of this development is still uncertain, yet a clear shift is evident as Google discontinues free access to its Gemini API, marking a strategic pivot in its AI financial approach.

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Hacker News

APRIL 23, 2024

Apple has dropped the number of Vision Pro units that it plans to ship in 2024, going from an expected 700 to 800k units to just 400k to 450k units,

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AWS Machine Learning Blog

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

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Hacker News

APRIL 23, 2024

Avast discovered and analyzed GuptiMiner, a malware campaign hijacking an eScan antivirus update mechanism to distribute backdoors and coinminers.

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Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.